| 2022 | "Better" Counterfactuals, Ones People Can Understand: Psychologically-Plausible Case-Based Counterfactuals Using Categorical Features for Explainable AI (XAI). Greta Warren, Barry Smyth, Mark T. Keane |
| 2022 | A Case-Based Approach for Content Planning in Data-to-Text Generation. Ashish Upadhyay, Stewart Massie |
| 2022 | A Case-Based Reasoning Approach to Plugin Parameter Selection in Vocal Audio Production. Michael Paul Clemens, Nancy N. Blackburn, Rushit Sanghrajka, Monthir Ali, Michael Gardone, Shilpa Thomas, Hunter Finney, Rogelio E. Cardona-Rivera |
| 2022 | A Deep Learning Approach to Solving Morphological Analogies. Esteban Marquer, Safa Alsaidi, Amandine Decker, Pierre-Alexandre Murena, Miguel Couceiro |
| 2022 | A Factorial Study of Neural Network Learning from Differences for Regression. Mathieu d'Aquin, Emmanuel Nauer, Jean Lieber |
| 2022 | A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations. Barry Smyth, Mark T. Keane |
| 2022 | Adapting Semantic Similarity Methods for Case-Based Reasoning in the Cloud. Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon |
| 2022 | Algorithmic Bias and Fairness in Case-Based Reasoning. William Blanzeisky, Barry Smyth, Pádraig Cunningham |
| 2022 | An Extended Case-Based Approach to Race-Time Prediction for Recreational Marathon Runners. Ciara Feely, Brian Caulfield, Aonghus Lawlor, Barry Smyth |
| 2022 | Analogy-Based Post-treatment of CNN Image Segmentations. Justine Duck, Romain Schaller, Frédéric Auber, Yann Chaussy, Julien Henriet, Jean Lieber, Emmanuel Nauer, Henri Prade |
| 2022 | Case Adaptation with Neural Networks: Capabilities and Limitations. Xiaomeng Ye, David Leake, David Crandall |
| 2022 | Case-Based Inverse Reinforcement Learning Using Temporal Coherence. Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien |
| 2022 | Case-Based Learning and Reasoning Using Layered Boundary Multigraphs. Thomas Gabel, Fabian Sommer |
| 2022 | Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Nancy, France, September 12-15, 2022, Proceedings Mark T. Keane, Nirmalie Wiratunga |
| 2022 | Explaining CBR Systems Through Retrieval and Similarity Measure Visualizations: A Case Study. Paola Marín-Veites, Kerstin Bach |
| 2022 | Exploring the Effect of Recipe Representation on Critique-Based Conversational Recommendation. Fakhri Abbas, Nadia Najjar, David C. Wilson |
| 2022 | Extracting Case Indices from Convolutional Neural Networks: A Comparative Study. David Leake, Zachary Wilkerson, David Crandall |
| 2022 | Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI. Eoin Delaney, Derek Greene, Laurence Shalloo, Michael Lynch, Mark T. Keane |
| 2022 | GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning. Maximilian Hoffmann, Lukas Malburg, Nico Bach, Ralph Bergmann |
| 2022 | How Close Is Too Close? The Role of Feature Attributions in Discovering Counterfactual Explanations. Anjana Wijekoon, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Chamath Palihawadana, David Corsar, Kyle Martin |
| 2022 | Improving Automated Hyperparameter Optimization with Case-Based Reasoning. Maximilian Hoffmann, Ralph Bergmann |
| 2022 | MicroCBR: Case-Based Reasoning on Spatio-temporal Fault Knowledge Graph for Microservices Troubleshooting. Fengrui Liu, Yang Wang, Zhenyu Li, Rui Ren, Hongtao Guan, Xian Yu, Xiaofan Chen, Gaogang Xie |
| 2022 | Never Judge a Case by Its (Unreliable) Neighbors: Estimating Case Reliability for CBR. Adwait P. Parsodkar, Deepak P, Sutanu Chakraborti |
| 2022 | Particle Swarm Optimization in Small Case Bases for Software Effort Estimation. Katharina Landeis, Gerhard Pews, Mirjam Minor |
| 2022 | The Use of Computer-Assisted Case-Based Reasoning to Support Clinical Decision-Making - A Scoping Review. Richard Noll, Jannik Schaaf, Holger Storf |
| 2022 | Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer. Fadi Badra, Marie-Jeanne Lesot, Aman Barakat, Christophe Marsala |
| 2022 | Using Case-Based Reasoning for Capturing Expert Knowledge on Explanation Methods. Jesus M. Darias, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García |